ambits

Tool for visualizing parts of your codebase an LLM agent has stored within a session log.

What it does

• Monitors Claude Code's JSONL session logs in real time
• Colors each symbol by how deeply the agent has read it: unseen, name-only, overview, signature, or full body
• Detects when source files change and marks previously-read symbols as stale
• Supports parsing Serena MCP symbol artifacts.
• Supports Tree sitter parsing for
  • Rust
  • Python
• Symbol dumps and coverage reports

Todo

• Multi agent hierarchies
• Multi session visualization

Supported languages

Tree-sitter parsing

• Rust
• Python

Building from source

Requires Rust 1.70+.

cargo build --release

Installing through Cargo

cargo install ambits

Usage

ambits --project <path>

Flags

Examples

# Launch TUI for current project
ambits -p .

# Dump symbol tree without TUI
ambits -p . --dump

# Print coverage report
ambits -p . --coverage

# Use Serena's symbol cache (more languages, finer detail)
ambits -p . --serena

Coverage Report

The --coverage flag outputs a tabular report showing per-file symbol visibility:

Coverage Report (session: 34e212cf-a176-4059-ba12-eca94b56e43b)
─────────────────────────────────────────────────────────────────────────────
File                                      Symbols    Seen    Full   Seen%   Full%
─────────────────────────────────────────────────────────────────────────────
src/events.rs                                   3       0       0      0%      0%
src/parser/mod.rs                               8       8       1    100%     12%
src/app.rs                                     23      23      23    100%    100%
─────────────────────────────────────────────────────────────────────────────
TOTAL                                         214     182     175     85%     82%

• Seen%: Symbols the agent has any awareness of (name, overview, signature, or full body)
• Full%: Symbols the agent has read completely (full body)

Claude Code Skill

ambits ships with a Claude Code skill that lets you check coverage directly from a Claude Code session using /ambit.

Installing the skill

# Install globally (available in all your projects)
ambits skill install --global

# Install into the current project only
ambits skill install

# Install into a specific project
ambits skill install --project /path/to/project

Global installs go to ~/.claude/skills/ambit/. Project installs go to .claude/skills/ambit/ within the target directory.

Using the skill

Once installed, use /ambit in Claude Code:

/ambit                    # Check coverage for current project
/ambit --session <id>     # Check a specific session

Claude will run the appropriate ambits commands and interpret the coverage results, highlighting blind spots and suggesting files to read for better understanding.

Keybindings

Color legend